Reference no: EM132067722
Scene recognition using object detection.
1. Caffe must not be used and the OS should be windows 10.
2. Coding help can be taken from online sources.
3. Using the images and their annotations (dataset will be provided by me), train the capsule neural network, Fast-RCNN, Faster RCNN and Mask RCNN.
4. Record validation accuracy for each trained neural network.
5. Using the testing images (also provided by me) detect the objects in the scene.
6. On the basis of objects detected in the scene, predict the scene. Example of the same can be derived from the images shown below. However, in this case there will be more objects to detect in a scene and on that basis the scene has to be recognized.
7. Each image must be tested using all the trained neural networks.
8. Moreover, if none of the scene according to object detection receives above 50% accuracy then the system must show a message ‘don't know'.
9. All the images tested must be provided in jpeg format in a separate folder with name results.
10. All the codes must be provided in .py format and the code must contain comments that explain each part of the code.
|
Determine the net income and comprehensive income
: Determine the following amounts for 2014: (a) net income; (b) comprehensive income; (c) other comprehensive income
|
|
Prepare a retained earnings statement for the year ended
: Portman Corporation has retained earnings of $693,900 at January 1, 2014. Prepare a retained earnings statement for the year ended December 31, 2014
|
|
Mission statement and a strategic vision
: What is the difference between a mission statement and a strategic vision? Give examples.
|
|
How you might use the given strategies to address challenges
: Post an explanation of at least two strategies (i.e., strategies for successful online learners) and/or resources (i.e., Walden University resources).
|
|
Scene recognition using object detection
: Using the images and their annotations (dataset will be provided by me), train the capsule neural network, Fast-RCNN, Faster RCNN and Mask RCNN
|
|
Propose two safeguards that facebook should put
: Discuss whether or not you believe that Facebook has a legal or ethical duty to rescue a crime victim.
|
|
What areas do you think you need further guidance
: What areas in your academic program do you think have improved the most, and why? What areas do you think you need further guidance?
|
|
Explain the professional development plan
: This week, you continue working on your Professional Development Plan (PDP) and submit Part 3, using the template in this weeks Learning Resources.
|
|
Subsidiary of a publicly owned parent company
: What would be an example of this kind ? Martinetti, a subsidiary of a publicly owned parent company, is based in Rome where it enjoys an established
|